Product Details

Data Science with Python

Learn How to Create Valuable Data Visualizations Using Python

Patterns and trends that might go unnoticed in text-based data can be exposed and recognized easier with data visualization software. Data visualization helps you understand the significance of data by placing it in a visual context. It basically involves the presentation of data in a pictorial or graphical format. Through this training, you will learn how to use Python to create fascinating data visualizations from which you can draw actionable insights.

Access 36 lectures & 4.5 hours of content 24/7

Understand the basics of data visualization & data science

Build a language bridge between Python & JavaScript

Learn the basics of web development

Learn how to get data off the web w/ Python

Note: Software not included.

Instructor

An initiative by IIT IIM Graduates, EDUCBA (Corporate Bridge Consultancy Pvt Ltd) is a leading global provider of skill based education addressing the needs of 500,000+ members across 40+ countries.

Important Details

Length of time users can access this course: lifetime

Access options: web & mobile streaming

Certification of completion included

Redemption deadline: redeem your code within 30 days of purchase

Updates included

Experience level required: beginner

Requirements

Internet required

Basic Python knowledge

Access

Lifetime

Content

17 hours

Lessons

125

EViews: Advanced

This course aims to provide quantitative and econometric modeling skills that are typically used in the Finance sector. The course picks theoretical and practical datasets for econometrics/quantitative/predictive analysis while implementations are done using Eviews software. Observations, interpretations, predictions, and conclusions are explained on each example as you proceed through the training. The course also emphasizes regression models and covers Auto-Correlation, Co-Integration, and ARCH (Auto-Regressive Conditional Heteroscedasticity), models. The course works across multiple software packages such as Eviews, MS Office, PDF writers, and Paint.

Predictive Modeling Using SPSS

This Predictive modeling course aims to provide and enhance predictive modeling skills across business sectors/domains. The course picks theoretical and practical datasets for predictive analysis and implementations using SPSS software. Observations, interpretations, predictions, and conclusions are explained for each example as you proceed through the training. The course also emphasizes the higher-order regression models such as quadratic and polynomial regressions that aren’t covered in other online courses. The course works across multiple software packages such as SPSS, MS Office, PDF writers, and Paint.

Access 88 lectures & 13.5 hours of content 24/7

Enhance predictive modeling skills across business sectors & domains

Create predictive analysis using SPSS

Get good knowledge on the higher-order regression models such as quadratic & polynomial regressions

Machine Learning with TensorFlow for Beginners

TensorFlow is an open-source software library for numerical computation using data flow graphs. This 13-hour course is an entire guide to TensorFlow for Deep Learning with Python. This TensorFlow course will help you learn to build a neural network and how to train, evaluate and optimize it with TensorFlow. This course covers an introduction to Machine learning, workstation setup, and a quick introduction to useful Python libraries.

Access 110 lectures & 13 hours of content 24/7

Understand TensorFlow & how it works

Build a neural network & learn how to train, evaluate, and optimize it w/ TensorFlow

Understand the concept of Machine learning

Get a basic introduction to useful python libraries

Note: Software not included.

Instructor

An initiative by IIT IIM Graduates, EDUCBA (Corporate Bridge Consultancy Pvt Ltd) is a leading global provider of skill based education addressing the needs of 500,000+ members across 40+ countries.

Important Details

Length of time users can access this course: lifetime

Access options: web & mobile streaming

Certification of completion included

Redemption deadline: redeem your code within 30 days of purchase

Updates included

Experience level required: basic

System Requirements

Basic Python & mathematics (Linear Algebra basics)

Access

Lifetime

Content

8 hours

Lessons

55

Machine Learning: Statistics Essentials

Understand the Concept of Machine Learning & How it Works Using Python

Machine learning is a scientific discipline that explores the construction and study of algorithms that can learn from data. Such algorithms operate by building a model from example inputs and using that to make predictions or decisions, rather than following strictly static program instructions. Machine learning is closely related to and often overlaps with computational statistics, a discipline that also specializes in prediction-making. This 8-hour training is an introduction to the concept of machine learning and its application using Python.

Business Analytics Using SAS

Learn How to Apply Tools & Software for Managing Raw Facts of Data Using SAS

Statistical Analysis System (SAS) is an analytical tool that performs data entry, retrieval, management, report writing, graphics design, business forecasting, decision-support, operations research, application development, and project management. This business analytics course covers the analysis of inputs, linear and logistic regression and shows you how to write SAS programs. In this 11-hour course, you will learn components of Macro, basic SAS introduction, how to read a data set of SAS, and how to handle missing data.

Access 70 lectures & 11 hours of content 24/7

Know how to analyze inputs, linear & logistic regression

Learn how to write SAS programs

Learn the components of Macro, designing part & debugging systems

Get basic introduction on SAS & its basic features

Note: Software not included.

Instructor

An initiative by IIT IIM Graduates, EDUCBA (Corporate Bridge Consultancy Pvt Ltd) is a leading global provider of skill based education addressing the needs of 500,000+ members across 40+ countries.

Important Details

Length of time users can access this course: lifetime

Access options: web & mobile streaming

Certification of completion included

Redemption deadline: redeem your code within 30 days of purchase

Updates included

Experience level required: basic

System Requirements

Knowledge of R, SAS Programming Language would be useful

Access

Lifetime

Content

5 hours

Lessons

56

Data Science with R

Get a Basic Introduction to Data Science & Its Application Using the R Programming Language

The web is full of apps that are driven by data. All e-commerce apps and websites require constant computation of data to scale. Behind every web front end and middleware, there is a database that talks to a number of other databases and data services. A data application gets its value from data and in the process creates value for itself. This means that data science enables the creation of products that are based on data. This 5-hour training is an introduction to the concept of data science domain and its application using R programming language.

Pandas with Python Tutorial

Learn the Basic & Various Functions of Panda & Use it with Python for Data Analysis

Pandas is an open-source, BSD-licensed Python library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. This Python course will get you up and running with using Python for data analysis and visualization. This 6-hour training course includes installing Jupyter and understanding its environment, reading data using Pandas, basic operations in Pandas, analyzing imported data, sorting, filtering data and functions, and reading selective columns and rows.

Access 59 lectures & 6 hours of content 24/7

Install Jupyter & understand the Jupyter environment

Understand basic operations in Pandas & analyze imported data

Learn to read selective columns & rows

Note: Software not included.

Instructor

An initiative by IIT IIM Graduates, EDUCBA (Corporate Bridge Consultancy Pvt Ltd) is a leading global provider of skill based education addressing the needs of 500,000+ members across 40+ countries.

Important Details

Length of time users can access this course: lifetime

Access options: web & mobile streaming

Certification of completion included

Redemption deadline: redeem your code within 30 days of purchase

Updates included

Experience level required: basic

System Requirements

Basic understanding of Computer Programming terminologies

Basic understanding of any of the programming languages is a plus

Access

Lifetime

Content

4 hours

Lessons

24

Statistics for Data Science Using Python

Understand Statistical Concepts & Their Applications Using Python

The web is full of apps that are driven by data. Behind every web front end and middleware, there is a database that talks to a number of other databases and data services. A data application gets its value from data and in the process creates value for itself. This 4-hour training is an introduction to the concept of statistical concepts that are very important to the data science domain and its application using Python.

Business Intelligence with Tableau

Understand Business Intelligence & Data Visualization Using Tableau

Business Intelligence (BI) is essentially the collection of tools and processes that are used to gather data and turn it into meaningful information that people can use to make better decisions. Through 6 hours of lectures, you'll understand how to perform Business Intelligence skills and data visualization using Tableau tool. Understand how Tableau works, from the introduction, evaluation, and up to installation. Learn how to execute data visualization with Tableau project.

Access 40 lectures & 6 hours of content 24/7

Understand Business Intelligence, its significance & tools

Get a basic introduction to Tableau & learn its evaluation and installation

Implement data visualization w/ Tableau Project

Note: Software not included.

Instructor

An initiative by IIT IIM Graduates, EDUCBA (Corporate Bridge Consultancy Pvt Ltd) is a leading global provider of skill based education addressing the needs of 500,000+ members across 40+ countries.

Important Details

Length of time users can access this course: lifetime

Access options: web & mobile streaming

Certification of completion included

Redemption deadline: redeem your code within 30 days of purchase

Updates included

Experience level required: basic

System Requirements

Basic computer knowledge

Familiarity w/ the Tableau tool

Terms

Unredeemed licenses can be returned for store credit within 15 days of purchase. Once your license is redeemed, all sales are final.